Gabor Filter Design

Multiresolution Design of Multiple Gabor Filters
for Texture Segmentation

A detailed paper (unpublished) that details how to simultaneously design a Gabor filter bank along with a classifier to segment textures. Some short slides: Abstract Overview of Gabor Filter Scheme Description of Gabor Filter Scheme Features of Multiresolution/Multichannel Method Multichannel Block Diagram Results: Nat-5 results: 2, 4, and 6-filters Nat-5 results: compared to other methods 8-texture results: 2, 4, and 6-filters Error as a function of number of textures/filters Summary
Abstract
Overview of Gabor Filter Scheme
Description of Gabor Filter Scheme
Features of Multiresolution/Multichannel Method
Multichannel Block Diagram
Results: Nat-5 results: 2, 4, and 6-filters Nat-5 results: compared to other methods 8-texture results: 2, 4, and 6-filters Error as a function of number of textures/filters
Summary
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